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Data Airlock

Clean sensitive datasets with AI agents—without uploading raw data. WebMCP enables local analysis, human-approved cleaning, capability-gap detection, and safe tool evolution.

Core trick

Runs analysis locally in the browser so agents receive only results, never uploaded raw rows.

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